Image classification method and apparatus

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12243284
APP PUB NO 20220157041A1
SERIAL NO

17587689

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Abstract

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This application relates to an image recognition technology in the field of computer vision in the field of artificial intelligence, and provides an image classification method and apparatus. The method includes: obtaining an input feature map of a to-be-processed image; performing convolution processing on the input feature map based on M convolution kernels of a neural network, to obtain a candidate output feature map of M channels, where M is a positive integer; performing matrix transformation on the M channels of the candidate output feature map based on N matrices, to obtain an output feature map of N channels, where a quantity of channels of each of the N matrices is less than M, N is greater than M, and N is a positive integer; and classify the to-be-processed image based on the output feature map, to obtain a classification result of the to-be-processed image.

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Patent Owner(s)

  • HUAWEI TECHNOLOGIES CO. LTD.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Han, Kai Beijing, CN 45 155
Shu, Han Beijing, CN 29 2752
Wang, Yunhe Beijing, CN 35 83
Xu, Chunjing Shenzhen, CN 24 74

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